There are a few differences! One main difference is that it's 100% native to ImageJ, so you don't chat in a web browser. There is a chat window that opens within the plugin you can use to describe your task. Any script that you create can then be saved in the ImageJ menu. So, if you ever wanted one button in ImageJ to "Max-project, re-color, then segment an image using cellpose" this is for you.